Most Cited AAAI "object instance decomposition" Papers

FOCUS: Towards Universal Foreground Segmentation

Zuyao You, Lingyu Kong, Lingchen Meng et al.

Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation

Thong Thanh Nguyen, Xiaobao Wu, Yi Bin et al.

Neural Amortized Inference for Nested Multi-Agent Reasoning

Kunal Jha, Tuan Anh Le, Chuanyang Jin et al.

Solving Robust Markov Decision Processes: Generic, Reliable, Efficient

Tobias Meggendorfer, Maximilian Weininger, Patrick Wienhöft

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.

Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness

Agathe Fernandes Machado, Arthur Charpentier, Ewen Gallic

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation

MCSSME: Multi-Task Contrastive Learning for Semi-supervised Singing Melody Extraction from Polyphonic Music

Shuai Yu

Target-Driven Distillation: Consistency Distillation with Target Timestep Selection and Decoupled Guidance

Cunzheng Wang, Ziyuan Guo, Yuxuan Duan et al.

CoPRA: Bridging Cross-domain Pretrained Sequence Models with Complex Structures for Protein-RNA Binding Affinity Prediction

Rong Han, Xiaohong Liu, Tong Pan et al.

Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model

Cong Cao, Huanjing Yue, Xin Liu et al.

On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages

Aleksandar Terzic, Michael Hersche, Giacomo Camposampiero et al.

TrustUQA: A Trustful Framework for Unified Structured Data Question Answering

Wen Zhang, Long Jin, Yushan Zhu et al.

Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model

Xu Yuan, Li Zhou, Zenghui Sun et al.

FPRF: Feed-Forward Photorealistic Style Transfer of Large-Scale 3D Neural Radiance Fields

GeonU Kim, Kim Youwang, Tae-Hyun Oh

COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes

Koen Kraaijveld, Yifan Jiang, Kaixin Ma et al.

Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes

Ruihao Gong, Yang Yong, Zining Wang et al.

Learning Image Demoireing from Unpaired Real Data

Yunshan Zhong, Zhou Yuyao, Yuxin Zhang et al.

ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context

Sixiao Zheng, Yanwei Fu

Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search

Yizhen Jia, Rong Quan, Yue Feng et al.

Interactive Visual Task Learning for Robots

Weiwei Gu, Anant Sah, N. Gopalan

Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs

Dongjin Lee, Juho Lee, Kijung Shin

Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems

Song Jintao, Wenqi Lu, Yunwen Lei et al.

Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability

Seokhyeon Ha, Sunbeom Jeong, Jungwoo Lee

ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy Prediction

Yi Feng, Yu Han, Xijing Zhang et al.

Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment

Yaling Shen, Zhixiong Zhuang, Kun Yuan et al.

Unsupervised Pan-Sharpening via Mutually Guided Detail Restoration

Huangxing Lin, Yuhang Dong, Xinghao Ding et al.

Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning

Runchuan Zhu, Zhipeng Ma, Jiang Wu et al.

Dynamic-Width Speculative Beam Decoding for LLM Inference

Zongyue Qin, Zifan He, Neha Prakriya et al.

Noisy Label Calibration for Multi-View Classification

Shilin Xu, Yuan Sun, Xingfeng Li et al.

Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor

Han Liu, Siyang Zhao, Xiaotong Zhang et al.

Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance

Jiahao Lyu, Wei Wang, Dongbao Yang et al.

Towards the Disappearing Truth: Fine-Grained Joint Causal Influences Learning with Hidden Variable-Driven Causal Hypergraphs

Kun Zhu, Chunhui Zhao

SDAC: A Multimodal Synthetic Dataset for Anomaly and Corner Case Detection in Autonomous Driving

Lei Gong, Yu Zhang, Yingqing Xia et al.

DanceFix: An Exploration in Group Dance Neatness Assessment Through Fixing Abnormal Challenges of Human Pose

Huangbiao Xu, Xiao Ke, Huanqi Wu et al.

Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning

Jiayu Chen, Zelai Xu, Yunfei Li et al.

SwiftTry: Fast and Consistent Video Virtual Try-On with Diffusion Models

Hung Nguyen, Quang Qui-Vinh Nguyen, Khoi Nguyen et al.

Knowledge-Enhanced Historical Document Segmentation and Recognition

En-Hao Gao, Yu-Xuan Huang, Wen-Chao Hu et al.

Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation

Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng et al.

SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction

Zetao Li, Zheng Hu, Peng Han et al.

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.

Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization

Linyong Wang, Lianwei Wu, Shaoqi Song et al.

TPCH: Tensor-interacted Projection and Cooperative Hashing for Multi-view Clustering

Zhongwen Wang, Xingfeng Li, Yinghui Sun et al.

Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal Modeling

Yuze Hao, Jianrong Zhang, Tao Zhuo et al.

Double-Bounded Optimal Transport for Advanced Clustering and Classification

Liangliang Shi, Zhaoqi Shen, Junchi Yan

Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation

Louis Mahon, Thomas Lukasiewicz

SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning

Wenqian Li, Pengfei Fang, Hui Xue

Learning Complex Heterogeneous Multimodal Fake News via Social Latent Network Inference

Mingxin Li, Yuchen Zhang, Haowei Xu et al.

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation

Shengyin Sun, Wenhao Yu, Yuxiang Ren et al.

Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning

Jianming Chen, Yawen Wang, Junjie Wang et al.

WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets

Zhirui Yang, Yulan Hu, Sheng Ouyang et al.

Anchoring Path for Inductive Relation Prediction in Knowledge Graphs

Zhixiang Su, Di Wang, Chunyan Miao et al.

Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance

Ranthony A. Clark, Tom Needham, Thomas Weighill

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

Bo Xiong, Mojtaba Nayyeri, Linhao Luo et al.

Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference

Bartosz Wójcik, Alessio Devoto, Karol Pustelnik et al.

Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components

Tengxue Zhang, Yang Shu, Xinyang Chen et al.

Factor Augmented Tensor-on-Tensor Neural Networks

Guanhao Zhou, Yuefeng Han, Xiufan Yu

RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs

Jiaxing Wu, Lin Ning, Luyang Liu et al.

DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation

Qingtao Pan, Wenhao Qiao, Jingjiao Lou et al.

Temporal-Distributed Backdoor Attack against Video Based Action Recognition

Xi Li, Songhe Wang, Ruiquan Huang et al.

Fully Test-time Adaptation for Tabular Data

Zhi Zhou, Kun-Yang Yu, Lan-Zhe Guo et al.

Your Career Path Matters in Person-Job Fit

Zhuocheng Gong, Yang Song, Tao Zhang et al.

Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning

Siyuan Li, Feifan Liu, Lingfei Cui et al.

Gradient Weight-normalized Low-rank Projection for Efficient LLM Training

Jia-Hong Huang, Yixian Shen, Hongyi Zhu et al.

SocialSim: Towards Socialized Simulation of Emotional Support Conversation

Zhuang Chen, Yaru Cao, Guanqun Bi et al.

PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning

Yuting Ma, Yuanzhi Yao, Xiaohua Xu

Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs

Stefano Fiorini, Stefano Coniglio, Michele Ciavotta et al.

Dependency Structure-Enhanced Graph Attention Networks for Event Detection

Qizhi Wan, Changxuan wan, Keli Xiao et al.

Spiking Point Transformer for Point Cloud Classification

Peixi Wu, Bosong Chai, Hebei Li et al.

SENCR: A Span Enhanced Two-Stage Network with Counterfactual Rethinking for Chinese NER

Hang Zheng, Qingsong Li, Shen Chen et al.

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Yucong Meng, Zhiwei Yang, Yonghong Shi et al.

GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations

Nisal Ranasinghe, Damith Senanayake, Sachith Seneviratne et al.

EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation

Hongwei Niu, Jie Hu, Jianghang Lin et al.

Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond

Thanh Vu, Baochen Sun, Bodi Yuan et al.

TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training

Chaoya Jiang, Wei Ye, Haiyang Xu et al.

Attacking Transformers with Feature Diversity Adversarial Perturbation

Chenxing Gao, Hang Zhou, Junqing Yu et al.

FedCompetitors: Harmonious Collaboration in Federated Learning with Competing Participants

Shanli Tan, Hao Cheng, Xiaohu Wu et al.

Self-Prompting Analogical Reasoning for UAV Object Detection

Nianxin Li, Mao Ye, Lihua Zhou et al.

LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining

Huawen Shen, Gengluo Li, Jinwen Zhong et al.

MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights

Jingjing Hu, Dan Guo, Zhan Si et al.

Learning Ultrametric Trees for Optimal Transport Regression

Formal Logic Enabled Personalized Federated Learning through Property Inference

Ziyan An, Taylor Johnson, Meiyi Ma

MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction

Yitao Zhu, Sheng Wang, Mengjie Xu et al.

StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization

Jinlu Zhang, Jiji Tang, Rongsheng Zhang et al.

Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes

Kuiyuan Zhang, Zhongyun Hua, Rushi Lan et al.

Provably Convergent Federated Trilevel Learning

Yang Jiao, Kai YANG, Tiancheng Wu et al.

Racing Control Variable Genetic Programming for Symbolic Regression

Nan Jiang, Yexiang Xue

Real-Time Recurrent Reinforcement Learning

Julian Lemmel, Radu Grosu

Thompson Sampling for Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit

Shintaro Nakamura, Masashi Sugiyama

Learning Physics Informed Neural ODEs with Partial Measurements

Paul Ghanem, Ahmet Demirkaya, Tales Imbiriba et al.

Modeling Continuous Motion for 3D Point Cloud Object Tracking

Zhipeng Luo, Gongjie Zhang, Changqing Zhou et al.

PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation

Jianhui Yu, Hao Zhu, Liming Jiang et al.

GLAD: Improving Latent Graph Generative Modeling with Simple Quantization

Van Khoa Nguyen, Yoann Boget, Frantzeska Lavda et al.

Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs

Yunuo Cen, Zhiwei Zhang, Xuanyao Fong

MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading

Wenhao Zhang, Jun Wang, Yong Luo et al.

Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity

Shanghaoran Quan

PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening

RuoCheng Wu, Zien Zhang, Shangqi Deng et al.

Implicit Location-Caption Alignment via Complementary Masking for Weakly-Supervised Dense Video Captioning

Shiping Ge, Qiang Chen, Zhiwei Jiang et al.

Prediction-Feedback DETR for Temporal Action Detection

Jihwan Kim, Miso Lee, Cheol-Ho Cho et al.

Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit

Qizhou Chen, Taolin Zhang, Chengyu Wang et al.

VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment

Shangkun Sun, Xiaoyu Liang, Songlin Fan et al.

FedPIA – Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning

Pramit Saha, Divyanshu Mishra, Felix Wagner et al.

Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration

Yanbo Ding, Shaobin Zhuang, Kunchang Li et al.

Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation

Seyedreza Mohseni, Seyedali Mohammadi, Deepa Tilwani et al.

Difficulty-aware Balancing Margin Loss for Long-tailed Recognition

Minseok Son, Inyong Koo, Jinyoung Park et al.

GigaHumanDet: Exploring Full-Body Detection on Gigapixel-Level Images

Chenglong Liu, Haoran Wei, Jinze Yang et al.

Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model

Zhengrui Chen, Liying Lu, Ziyang Yuan et al.

RouterRetriever: Routing over a Mixture of Expert Embedding Models

Hyunji Lee, Luca Soldaini, Arman Cohan et al.

A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction

Wenshuo Chao, Zhaopeng Qiu, Likang Wu et al.

Diffusion Prior Interpolation for Flexibility Real-World Face Super-Resolution

Jiarui Yang, Tao Dai, Yufei Zhu et al.

Linear-Time Verification of Data-Aware Processes Modulo Theories via Covers and Automata

Alessandro Gianola, Marco Montali, Sarah Winkler

CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness

Shoucheng Song, Youfang Lin, Sheng Han et al.

LLM-RG4: Flexible and Factual Radiology Report Generation Across Diverse Input Contexts

Zhuhao Wang, Yihua Sun, Zihan Li et al.

SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints

Ziqi Sheng, Wei Lu, Xiangyang Luo et al.

ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression

Kai Yao, Zhaorui Tan, Tiandi Ye et al.

Category Prompt Mamba Network for Nuclei Segmentation and Classification

Ye Zhang, Zijie Fang, Yifeng Wang et al.

Towards Making Learnware Specification and Market Evolvable

Jian-Dong Liu, Zhi-Hao Tan, Zhi-Hua Zhou

Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection

Yucheng Han, Na Zhao, Weiling Chen et al.

Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation

Yangxuan Zhou, Sha Zhao, Jiquan Wang et al.

All You Need in Knowledge Distillation Is a Tailored Coordinate System

Junjie Zhou, Ke Zhu, Jianxin Wu

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators

Mark Beliaev, Ramtin Pedarsani

GARLIC: GPT-Augmented Reinforcement Learning with Intelligent Control for Vehicle Dispatching

Xiao Han, Zijian Zhang, Xiangyu Zhao et al.

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype

Qiang Wang, Yuhang He, Songlin Dong et al.

Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations

Yejin Jeon, Yunsu Kim, Gary Geunbae Lee

TransGOP: Transformer-Based Gaze Object Prediction

Binglu Wang, Chenxi Guo, Yang Jin et al.

All Beings Are Equal in Open Set Recognition

Chaohua Li, Enhao Zhang, Chuanxing Geng et al.

Locally Convex Global Loss Network for Decision-Focused Learning

Haeun Jeon, Hyunglip Bae, Minsu Park et al.

Set Prediction Guided by Semantic Concepts for Diverse Video Captioning

Dynamic Budget Throttling in Repeated Second-Price Auctions

Zhaohua Chen, Chang Wang, Qian Wang et al.

Pano-NeRF: Synthesizing High Dynamic Range Novel Views with Geometry from Sparse Low Dynamic Range Panoramic Images

Zhan Lu, Qian Zheng, Boxin Shi et al.

Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning

Rashmeet Kaur Nayyar, Siddharth Srivastava

Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing

Lyudong Jin, Ming Tang, Meng Zhang et al.

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues

Yan Zhang, Gangyan Zeng, Huawen Shen et al.

CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection

Gyusam Chang, Wonseok Roh, Sujin Jang et al.

Federated Assemblies

Daniel Halpern, Ariel D. Procaccia, Ehud Shapiro et al.

RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection

Yiheng Li, Yang Yang, Zhen Lei

Text2Relight: Creative Portrait Relighting with Text Guidance

Junuk Cha, Mengwei Ren, Krishna Kumar Singh et al.

Multi-Modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation

Xiawei Li, Qingyuan Xu, Jing Zhang et al.

ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data

Yufan Shen, Chuwei Luo, Zhaoqing Zhu et al.

Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning

Yonghao Liu, Mengyu Li, Wei Pang et al.

DME: Unveiling the Bias for Better Generalized Monocular Depth Estimation

Songsong Yu, Yifan Wang, Yunzhi Zhuge et al.

Self-Prompt Mechanism for Few-Shot Image Recognition

Mingchen Song, Huiqiang Wang, Guoqiang Zhong

Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data

Shuvendu Roy, Ali Etemad

PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation

Dong Feng, Ping Guo, Encheng Peng et al.

FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning

Jialuo He, Wei Chen, Xiaojin Zhang

Population Aware Diffusion for Time Series Generation

Yang Li, Han Meng, Zhenyu Bi et al.

Proportional Representation in Practice: Quantifying Proportionality in Ordinal Elections

Tuva Bardal, Markus Brill, David McCune et al.

MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula

Sieun Hyeon, Kyudan Jung, Jaehee Won et al.

Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model

Shunsuke Horii, Yoichi Chikahara

Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning

Yiming Yang, Yueru Luo, Bingkun He et al.

DUO: Diverse, Uncertain, On-Policy Query Generation and Selection for Reinforcement Learning from Human Feedback

Xuening Feng, Zhaohui Jiang, Timo Kaufmann et al.

Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation

Junwei Zhang, Ruifang He, Fengyu Guo et al.

FAVOR: Full-Body AR-Driven Virtual Object Rearrangement Guided by Instruction Text

Kailin Li, Lixin Yang, Zenan Lin et al.

MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel et al.

Blind Face Restoration under Extreme Conditions: Leveraging 3D-2D Prior Fusion for Superior Structural and Texture Recovery

Zhengrui Chen, Liying Lu, Ziyang Yuan et al.

H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving

Siran Chen, Yuxiao Luo, Yue Ma et al.

Multi-Level Cross-Modal Alignment for Image Clustering

Liping Qiu, Qin Zhang, Xiaojun Chen et al.

REGNav: Room Expert Guided Image-Goal Navigation

Pengna Li, Kangyi Wu, Jingwen Fu et al.

Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains

Yimu Wang, Yihan Wu, Hongyang Zhang

Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models

Rongchao Zhang, Yu Huang, Yiwei Lou et al.

Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes

Jingyi Zhang, Qihong Mao, Guosheng Hu et al.

SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation

Ke Yan, Qing Cai, Fan Zhang et al.

Finding Interpretable Class-Specific Patterns through Efficient Neural Search

Nils Philipp Walter, Jonas Fischer, Jilles Vreeken

TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients

Mengdi Wang, Anna Bodonhelyi, Efe Bozkir et al.

Are Expressive Models Truly Necessary for Offline RL?

Guan Wang, Haoyi Niu, Jianxiong Li et al.

SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses

Dongwei Jiang, Jingyu Zhang, Orion Weller et al.

Twice Class Bias Correction for Imbalanced Semi

supervised Learning

SimCS: Simulation for Domain Incremental Online Continual Segmentation

Motasem Alfarra, Zhipeng Cai, Adel Bibi et al.

Transferable Adversarial Face Attack with Text Controlled Attribute

Wenyun Li, Zheng Zhang, Xiangyuan Lan et al.

Generating Counterfactual Explanations Under Temporal Constraints

Andrei Buliga, Chiara Di Francescomarino, Chiara Ghidini et al.

Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation

Yiyuan Pan, Yunzhe Xu, Zhe Liu et al.

On Corruption-Robustness in Performative Reinforcement Learning

Vasilis Pollatos, Debmalya Mandal, Goran Radanovic

Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian Processes

Ouns El Harzli, Bernardo Cuenca Grau, Guillermo Valle Perez et al.

ExcluIR: Exclusionary Neural Information Retrieval

Wenhao Zhang, Mengqi Zhang, Shiguang Wu et al.

Witty: An Efficient Solver for Computing Minimum-Size Decision Trees

Luca Pascal Staus, Christian Komusiewicz, Frank Sommer et al.

CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

Haoxin Wang, Yipeng Mo, Kunlan Xiang et al.

Gradient Alignment Improves Test-Time Adaptation for Medical Image Segmentation

Ziyang Chen, Yiwen Ye, Yongsheng Pan et al.

ALLVB: All-in-One Long Video Understanding Benchmark

Xichen Tan, Yuanjing Luo, Yunfan Ye et al.

DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer

Aihua Mao, Yuxuan Tang, Jiangtao Huang et al.

Learning to Manipulate Under Limited Information

Wesley H. Holliday, Alexander Kristoffersen, Eric Pacuit

Augmenting Sequential Recommendation with Balanced Relevance and Diversity

Yizhou Dang, Jiahui Zhang, Yuting Liu et al.

PromptDet: A Lightweight 3D Object Detection Framework with LiDAR Prompts

Kun Guo, Qiang Ling

Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models

Guosheng Zhang, Keyao Wang, Haixiao Yue et al.

Robustness-Guided Image Synthesis for Data-Free Quantization

Jianhong Bai, Yuchen Yang, Huanpeng Chu et al.

Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection

Yifan Feng, Weimin Li, Yue Wang et al.

Offline Safe Reinforcement Learning Using Trajectory Classification

Ze Gong, Akshat Kumar, Pradeep Varakantham

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment

Yang Liu, Mengyuan Liu, Shudong Huang et al.

High-Resolution Frame Interpolation with Patch-based Cascaded Diffusion

Junhwa Hur, Charles Herrmann, Saurabh Saxena et al.

Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection

Hongsong Wang, Andi Xu, Pinle Ding et al.

LogoStyleFool: Vitiating Video Recognition Systems via Logo Style Transfer

Yuxin Cao, Ziyu Zhao, Xi Xiao et al.

DSD$^2$: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?

Victor Quetu, Enzo Tartaglione

Constrained Generative Modeling with Manually Bridged Diffusion Models

Saeid Naderiparizi, Xiaoxuan Liang, Berend Zwartsenberg et al.

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization

Mingjing Xu, Peizhong Ju, Jia Liu et al.

Bridging Molecular Graphs and Large Language Models

Runze Wang, Mingqi Yang, Yanming Shen

Certification of Speaker Recognition Models to Additive Perturbations

Dmitrii Korzh, Elvir Karimov, Mikhail Pautov et al.

REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity

SeungWon Seo, SeongRae Noh, Junhyeok Lee et al.

Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces

Benjamin Doerr, Martin S. Krejca, Günter Rudolph

BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence

Zhecheng Sheng, Tianhao Zhang, Chen Jiang et al.

IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities

Bin Wang, Chunyu Xie, Dawei Leng et al.

Qsco: A Quantum Scoring Module for Open-Set Supervised Anomaly Detection

Yifeng Peng, Xinyi Li, Zhiding Liang et al.